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Automation Risk Analysis

Will “Certified Nurse Assistant (CNA)” be Automated?

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AI Exposure Risk

46%

“Certified Nurse Assistant (CNA)” will probably not be replaced by AI.

Based on the cognitive demands, communication requirements, and logical reasoning intrinsic to this occupation according to O*NET data, we project a 46% probability of disruption by generative AI and Large Language Models.

Automation & Robot Risk

45%

“Certified Nurse Assistant (CNA)” will probably not be replaced by robots.

Evaluating the physical dexterity, repetitive motion tasks, and manual labor associated with this role, our analysis indicates a 45% likelihood of substitution by advanced robotics systems.

Personal & Financial Insights

Every occupation has a unique profile. For Nursing Assistants, the Bureau of Labor Statistics and O*NET classify the day-to-day work broadly as: Provide or assist with basic care or support under the direction of onsite licensed nursing staff. Perform duties such as monitoring of health status, feeding, bathing, dressing, grooming, toileting, or ambulation of patients in a health or nursing facility. May include medication administration and other health-related tasks. Includes nursing care attendants, nursing aides, and nursing attendants.

Avg. Annual Salary $41,270
Avg. Hourly Wage $19.84
Available Jobs (US) 1,388,430
Job Title & Hierarchy Code (SOC) Nursing Assistants #31-1131
Wage vs. National Median
ℹ️

Data is based on the reference occupation: “Nursing Assistants”

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Core Skills & Abilities

  • Turn or reposition bedridden patients.

  • Collect specimens, such as urine, feces, or sputum.

  • Apply clean dressings, slings, stockings, or support bandages, under direction of nurse or physician.

  • Provide physical support to assist patients to perform daily living activities, such as getting out of bed, bathing, dressing, using the toilet, standing, walking, or exercising.

  • Transport specimens, laboratory items, or pharmacy items, ensuring proper documentation and delivery to authorized personnel.

  • Provide information, such as directions, visiting hours, or patient status information to visitors or callers.

  • Set up treating or testing equipment, such as oxygen tents, portable radiograph (x-ray) equipment, or overhead irrigation bottles, as directed by a physician or nurse.

  • Clean and sanitize patient rooms, bathrooms, examination rooms, or other patient areas.

  • Feed patients or assist patients to eat or drink.

  • Exercise patients who are comatose, paralyzed, or have restricted mobility.

  • Observe or examine patients to detect symptoms that may require medical attention, such as bruises, open wounds, or blood in urine.

  • Measure and record food and liquid intake or urinary and fecal output, reporting changes to medical or nursing staff.

  • Gather information from caregivers, nurses, or physicians about patient condition, treatment plans, or appropriate activities.

  • Review patients' dietary restrictions, food allergies, and preferences to ensure patient receives appropriate diet.

  • Communicate with patients to ascertain feelings or need for assistance or social and emotional support.

  • Record vital signs, such as temperature, blood pressure, pulse, or respiration rate, as directed by medical or nursing staff.

  • Stock or issue medical supplies, such as dressing packs or treatment trays.

  • Document or otherwise report observations of patient behavior, complaints, or physical symptoms to nurses.

  • Remind patients to take medications or nutritional supplements.

  • Lift or assist others to lift patients to move them on or off beds, examination tables, surgical tables, or stretchers.

  • Undress, wash, and dress patients who are unable to do so for themselves.

  • Supply, collect, or empty bedpans.

  • Explain medical instructions to patients or family members.

  • Administer medications or treatments, such as catheterizations, suppositories, irrigations, enemas, massages, or douches, as directed by a physician or nurse.

  • Record height or weight of patients.

  • Wash, groom, shave, or drape patients to prepare them for surgery, treatment, or examination.

  • Transport patients to treatment units, testing units, operating rooms, or other areas, using wheelchairs, stretchers, or moveable beds.

  • Assist nurses or physicians in the operation of medical equipment or provision of patient care.

  • Answer patient call signals, signal lights, bells, or intercom systems to determine patients' needs.

  • Prepare or serve food trays.

  • Restock patient rooms with personal hygiene items, such as towels, washcloths, soap, or toilet paper.

  • Position or hold patients in position for surgical preparation.

  • Change bed linens or make beds.

Technologies & Software

  • Medical condition coding software
  • Microsoft Word
  • Gemini for Workspace
  • Microsoft Office software
  • PointClickCare healthcare software
  • Health information database software
  • Telemetry software
  • Medical procedure coding software
  • Billing software
  • Apache Spark
  • Nuance DAX (Microsoft)
  • Microsoft Excel
  • YouTube
  • Epic Systems
  • Microsoft Copilot
  • ChatGPT (OpenAI)
  • GE Healthcare Centricity EMR
  • Web browser software
  • Microsoft Outlook
  • MEDITECH software
  • Medical record charting software
  • FaceTime
  • Patient transfer boards
  • Medical examination protective gloves
  • Tympanic thermometers
  • Pulse oximeters
  • Steam sterilizers
  • Therapeutic hot packs
  • Protective patient restraints
  • Medical gurneys
  • Hospital bedpans
  • Anti-embolism elastic stockings
  • Electronic stethoscopes
  • Safety razors
  • Therapeutic cold packs
  • Shower chairs
  • Oxygen nasal cannulas
  • Orthopedic splint sets
  • Crutches
  • Oral thermometers
  • Oxygen therapy equipment
  • Adjustable hospital beds
  • Blood glucometers
  • Urinalysis test strips
  • Patient walkers
  • Multi-line telephone systems
  • Bed cradles
  • Incentive spirometers
  • Electronic patient thermometers
  • Urinals
  • Hospital intercom equipment
  • Oxygen tanks
  • Patient limb restraints
  • Rectal thermometers
  • Oxygen masks
  • Photocopying equipment
  • Patient arm slings
  • Automated external defibrillators AED
  • Medical scales
  • Specimen collection containers
  • Hydraulic patient lifts
  • Oxygen tents
  • Personal computers
  • Manual blood pressure equipment
  • Mechanical stethoscopes
  • Foot boards
  • Desktop computers
  • Walking canes
  • Automated blood pressure cuffs
  • Laptop computers
  • Urinary catheters
  • Patient bed scales
  • Clinical trapeze traction bars
  • Bladder ultrasounds
  • Gait belts
  • Patient transport wheelchairs